Pandas Profiling Report

Dataset statistics

Number of variables	16
Number of observations	7241
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	905.2 KiB
Average record size in memory	128.0 B

Variable types

NUM	16

Warnings

`Lunation Number` is highly correlated with `Year` and 1 other fields	High correlation
`Year` is highly correlated with `Lunation Number` and 1 other fields	High correlation
`Saros Number` is highly correlated with `Year` and 1 other fields	High correlation
`Penumbral Magnitude` is highly correlated with `Eclipse Type` and 2 other fields	High correlation
`Eclipse Type` is highly correlated with `Penumbral Magnitude` and 1 other fields	High correlation
`Umbral Magnitude` is highly correlated with `Eclipse Type` and 1 other fields	High correlation
`Penumbral Eclipse Duration (m)` is highly correlated with `Penumbral Magnitude`	High correlation
`Lunation Number` has unique values	Unique
`Hours` has 309 (4.3%) zeros	Zeros
`Minutes` has 119 (1.6%) zeros	Zeros
`Seconds` has 114 (1.6%) zeros	Zeros
`Latitude` has 95 (1.3%) zeros	Zeros

Reproduction

Analysis started	2020-12-18 20:55:47.359014
Analysis finished	2020-12-18 20:56:36.149104
Duration	48.79 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

Year
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3000
Distinct (%)	41.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1502.650463
Minimum	1
Maximum	3000
Zeros	0
Zeros (%)	0.0%
Memory size	56.6 KiB

Quantile statistics

Minimum	1
5-th percentile	147
Q1	747
median	1505
Q3	2256
95-th percentile	2856
Maximum	3000
Range	2999
Interquartile range (IQR)	1509

Descriptive statistics

Standard deviation	867.2689429
Coefficient of variation (CV)	0.5771594689
Kurtosis	-1.197002641
Mean	1502.650463
Median Absolute Deviation (MAD)	755
Skewness	0.001698597337
Sum	10880692
Variance	752155.4194
Monotocity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
725	5	0.1%
660	5	0.1%
74	5	0.1%
1311	5	0.1%
1676	5	0.1%
2783	5	0.1%
475	5	0.1%
1879	5	0.1%
2968	5	0.1%
1246	5	0.1%
Other values (2990)	7191	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3	< 0.1%
2	2	< 0.1%
3	2	< 0.1%
4	2	< 0.1%
5	4	0.1%

Value	Count	Frequency (%)
3000	3	< 0.1%
2999	2	< 0.1%
2998	2	< 0.1%
2997	3	< 0.1%
2996	2	< 0.1%

Month
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.510841044
Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Memory size	56.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.452547282
Coefficient of variation (CV)	0.5302766967
Kurtosis	-1.208270433
Mean	6.510841044
Median Absolute Deviation (MAD)	3
Skewness	-0.004744153832
Sum	47145
Variance	11.92008273
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	623	8.6%
7	616	8.5%
3	616	8.5%
5	616	8.5%
12	616	8.5%
10	612	8.5%
8	605	8.4%
6	601	8.3%
9	593	8.2%
11	591	8.2%
Other values (2)	1152	15.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	623	8.6%
2	561	7.7%
3	616	8.5%
4	591	8.2%
5	616	8.5%

Value	Count	Frequency (%)
12	616	8.5%
11	591	8.2%
10	612	8.5%
9	593	8.2%
8	605	8.4%

Day
Real number (ℝ_≥0)

Distinct	31
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	15.82088109
Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Memory size	56.6 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	30
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.801844693
Coefficient of variation (CV)	0.556343521
Kurtosis	-1.192283945
Mean	15.82088109
Median Absolute Deviation (MAD)	8
Skewness	0.008227244265
Sum	114559
Variance	77.47247
Monotocity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
4	269	3.7%
17	263	3.6%
8	261	3.6%
11	260	3.6%
20	258	3.6%
7	257	3.5%
13	249	3.4%
18	246	3.4%
21	243	3.4%
26	242	3.3%
Other values (21)	4693	64.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	225	3.1%
2	216	3.0%
3	238	3.3%
4	269	3.7%
5	209	2.9%

Value	Count	Frequency (%)
31	153	2.1%
30	227	3.1%
29	235	3.2%
28	232	3.2%
27	236	3.3%

Hours
Real number (ℝ_≥0)

ZEROS

Distinct	24
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.53473277
Minimum	0
Maximum	23
Zeros	309
Zeros (%)	4.3%
Memory size	56.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	11
Q3	18
95-th percentile	22
Maximum	23
Range	23
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	6.923910796
Coefficient of variation (CV)	0.6002662509
Kurtosis	-1.203761336
Mean	11.53473277
Median Absolute Deviation (MAD)	6
Skewness	-0.001274299034
Sum	83523
Variance	47.94054071
Monotocity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
19	351	4.8%
3	338	4.7%
15	337	4.7%
11	331	4.6%
23	328	4.5%
6	326	4.5%
2	313	4.3%
10	312	4.3%
12	309	4.3%
0	309	4.3%
Other values (14)	3987	55.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	309	4.3%
1	258	3.6%
2	313	4.3%
3	338	4.7%
4	299	4.1%

Value	Count	Frequency (%)
23	328	4.5%
22	288	4.0%
21	279	3.9%
20	297	4.1%
19	351	4.8%

Minutes
Real number (ℝ_≥0)

ZEROS

Distinct	60
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29.30023477
Minimum	0
Maximum	59
Zeros	119
Zeros (%)	1.6%
Memory size	56.6 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	14
median	29
Q3	44
95-th percentile	56
Maximum	59
Range	59
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	17.23293972
Coefficient of variation (CV)	0.5881502264
Kurtosis	-1.196868385
Mean	29.30023477
Median Absolute Deviation (MAD)	15
Skewness	0.01329207751
Sum	212163
Variance	296.9742113
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	151	2.1%
26	144	2.0%
38	141	1.9%
14	135	1.9%
6	135	1.9%
28	134	1.9%
55	133	1.8%
8	133	1.8%
10	132	1.8%
13	130	1.8%
Other values (50)	5873	81.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	119	1.6%
1	128	1.8%
2	110	1.5%
3	120	1.7%
4	121	1.7%

Value	Count	Frequency (%)
59	116	1.6%
58	122	1.7%
57	96	1.3%
56	121	1.7%
55	133	1.8%

Seconds
Real number (ℝ_≥0)

ZEROS

Distinct	60
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29.21060627
Minimum	0
Maximum	59
Zeros	114
Zeros (%)	1.6%
Memory size	56.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	14
median	29
Q3	44
95-th percentile	56
Maximum	59
Range	59
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	17.30017654
Coefficient of variation (CV)	0.592256675
Kurtosis	-1.201505896
Mean	29.21060627
Median Absolute Deviation (MAD)	15
Skewness	0.02379319885
Sum	211514
Variance	299.2961085
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42	149	2.1%
11	144	2.0%
17	143	2.0%
13	142	2.0%
32	140	1.9%
27	138	1.9%
39	138	1.9%
25	137	1.9%
10	135	1.9%
20	134	1.9%
Other values (50)	5841	80.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	114	1.6%
1	121	1.7%
2	133	1.8%
3	119	1.6%
4	116	1.6%

Value	Count	Frequency (%)
59	130	1.8%
58	108	1.5%
57	119	1.6%
56	122	1.7%
55	111	1.5%

Delta T (s)
Real number (ℝ)

Distinct	4461
Distinct (%)	61.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2621.691893
Minimum	-6
Maximum	10519
Zeros	4
Zeros (%)	0.1%
Memory size	56.6 KiB

Quantile statistics

Minimum	-6
5-th percentile	11
Q1	330
median	1484
Q3	3955
95-th percentile	9103
Maximum	10519
Range	10525
Interquartile range (IQR)	3625

Descriptive statistics

Standard deviation	2871.212348
Coefficient of variation (CV)	1.095175354
Kurtosis	0.3378049279
Mean	2621.691893
Median Absolute Deviation (MAD)	1379
Skewness	1.183161381
Sum	18983671
Variance	8243860.348
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	68	0.9%
10	55	0.8%
8	47	0.6%
16	43	0.6%
9	41	0.6%
24	41	0.6%
11	40	0.6%
7	39	0.5%
-6	36	0.5%
17	35	0.5%
Other values (4451)	6796	93.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6	36	0.5%
-5	16	0.2%
-4	7	0.1%
-3	5	0.1%
-2	4	0.1%

Value	Count	Frequency (%)
10519	1	< 0.1%
10515	1	< 0.1%
10514	1	< 0.1%
10510	1	< 0.1%
10505	1	< 0.1%

Lunation Number
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	7241
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-6145.789118
Minimum	-24719
Maximum	12378
Zeros	1
Zeros (%)	< 0.1%
Memory size	56.6 KiB

Quantile statistics

Minimum	-24719
5-th percentile	-22918
Q1	-15494
median	-6115
Q3	3169
95-th percentile	10593
Maximum	12378
Range	37097
Interquartile range (IQR)	18663

Descriptive statistics

Standard deviation	10726.59529
Coefficient of variation (CV)	-1.745356875
Kurtosis	-1.196987467
Mean	-6145.789118
Median Absolute Deviation (MAD)	9332
Skewness	0.001680212221
Sum	-44501659
Variance	115059846.5
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8528	1	< 0.1%
-9642	1	< 0.1%
-3445	1	< 0.1%
-17782	1	< 0.1%
-23927	1	< 0.1%
11749	1	< 0.1%
-13692	1	< 0.1%
-19837	1	< 0.1%
8305	1	< 0.1%
7553	1	< 0.1%
Other values (7231)	7231	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-24719	1	< 0.1%
-24714	1	< 0.1%
-24713	1	< 0.1%
-24708	1	< 0.1%
-24702	1	< 0.1%

Value	Count	Frequency (%)
12378	1	< 0.1%
12377	1	< 0.1%
12372	1	< 0.1%
12366	1	< 0.1%
12360	1	< 0.1%

Saros Number
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	142
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	112.7794504
Minimum	41
Maximum	183
Zeros	0
Zeros (%)	0.0%
Memory size	56.6 KiB

Quantile statistics

Minimum	41
5-th percentile	63
Q1	88
median	113
Q3	137
95-th percentile	163
Maximum	183
Range	142
Interquartile range (IQR)	49

Descriptive statistics

Standard deviation	31.06466874
Coefficient of variation (CV)	0.2754461796
Kurtosis	-0.8550127725
Mean	112.7794504
Median Absolute Deviation (MAD)	25
Skewness	0.009616162837
Sum	816636
Variance	965.013644
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
102	84	1.2%
101	83	1.1%
120	83	1.1%
121	82	1.1%
103	82	1.1%
138	82	1.1%
119	82	1.1%
100	79	1.1%
84	78	1.1%
137	78	1.1%
Other values (132)	6428	88.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
41	2	< 0.1%
42	3	< 0.1%
43	3	< 0.1%
44	9	0.1%
45	10	0.1%

Value	Count	Frequency (%)
183	2	< 0.1%
182	3	< 0.1%
181	7	0.1%
180	10	0.1%
179	11	0.2%

Eclipse Type
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.161303687
Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Memory size	56.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	5
Q3	6
95-th percentile	8
Maximum	8
Range	7
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.4405528
Coefficient of variation (CV)	0.5864875489
Kurtosis	-1.33843189
Mean	4.161303687
Median Absolute Deviation (MAD)	2
Skewness	-0.1956195633
Sum	30132
Variance	5.956297969
Monotocity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
5	2536	35.0%
1	2398	33.1%
6	850	11.7%
8	621	8.6%
7	614	8.5%
4	88	1.2%
3	68	0.9%
2	66	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2398	33.1%
2	66	0.9%
3	68	0.9%
4	88	1.2%
5	2536	35.0%

Value	Count	Frequency (%)
8	621	8.6%
7	614	8.5%
6	850	11.7%
5	2536	35.0%
4	88	1.2%

Gamma
Real number (ℝ)

Distinct	6458
Distinct (%)	89.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.005489186576
Minimum	-1.5827
Maximum	1.572
Zeros	0
Zeros (%)	0.0%
Memory size	56.6 KiB

Quantile statistics

Minimum	-1.5827
5-th percentile	-1.409
Q1	-0.7862
median	0.0074
Q3	0.7929
95-th percentile	1.4262
Maximum	1.572
Range	3.1547
Interquartile range (IQR)	1.5791

Descriptive statistics

Standard deviation	0.9108999188
Coefficient of variation (CV)	165.9444266
Kurtosis	-1.213690675
Mean	0.005489186576
Median Absolute Deviation (MAD)	0.7892
Skewness	0.0002465601251
Sum	39.7472
Variance	0.8297386621
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.7776	4	0.1%
0.8822	4	0.1%
1.1964	4	0.1%
-0.4148	4	0.1%
-0.5277	3	< 0.1%
0.6956	3	< 0.1%
0.1463	3	< 0.1%
-1.3179	3	< 0.1%
-0.6887	3	< 0.1%
-1.1559	3	< 0.1%
Other values (6448)	7207	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.5827	1	< 0.1%
-1.5784	1	< 0.1%
-1.5758	1	< 0.1%
-1.5731	1	< 0.1%
-1.5723	2	< 0.1%

Value	Count	Frequency (%)
1.572	1	< 0.1%
1.5718	1	< 0.1%
1.5706	1	< 0.1%
1.57	1	< 0.1%
1.5671	1	< 0.1%

Penumbral Magnitude
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	6409
Distinct (%)	88.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.417879616
Minimum	0.0006
Maximum	2.9089
Zeros	0
Zeros (%)	0.0%
Memory size	56.6 KiB

Quantile statistics

Minimum	0.0006
5-th percentile	0.1312
Q1	0.6783
median	1.4157
Q3	2.1386
95-th percentile	2.7211
Maximum	2.9089
Range	2.9083
Interquartile range (IQR)	1.4603

Descriptive statistics

Standard deviation	0.8323359487
Coefficient of variation (CV)	0.5870286443
Kurtosis	-1.203334837
Mean	1.417879616
Median Absolute Deviation (MAD)	0.7295
Skewness	0.02152918818
Sum	10266.8663
Variance	0.6927831316
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.7144	4	0.1%
2.8203	4	0.1%
2.1452	3	< 0.1%
1.5974	3	< 0.1%
0.9402	3	< 0.1%
0.1241	3	< 0.1%
1.1329	3	< 0.1%
1.5606	3	< 0.1%
0.8717	3	< 0.1%
2.1369	3	< 0.1%
Other values (6399)	7209	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0006	1	< 0.1%
0.0007	1	< 0.1%
0.0014	1	< 0.1%
0.0022	1	< 0.1%
0.0027	1	< 0.1%

Value	Count	Frequency (%)
2.9089	1	< 0.1%
2.904	1	< 0.1%
2.8992	1	< 0.1%
2.8928	1	< 0.1%
2.8925	1	< 0.1%

Umbral Magnitude
Real number (ℝ)

HIGH CORRELATION

Distinct	6408
Distinct (%)	88.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.399387916
Minimum	-1.0947
Maximum	1.8821
Zeros	0
Zeros (%)	0.0%
Memory size	56.6 KiB

Quantile statistics

Minimum	-1.0947
5-th percentile	-0.8842
Q1	-0.334
median	0.403
Q3	1.1239
95-th percentile	1.7017
Maximum	1.8821
Range	2.9768
Interquartile range (IQR)	1.4579

Descriptive statistics

Standard deviation	0.8330219485
Coefficient of variation (CV)	2.085746501
Kurtosis	-1.19970164
Mean	0.399387916
Median Absolute Deviation (MAD)	0.7282
Skewness	0.01803080251
Sum	2891.9679
Variance	0.6939255667
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.7157	4	0.1%
0.3684	4	0.1%
-0.6897	3	< 0.1%
-0.9024	3	< 0.1%
0.2643	3	< 0.1%
0.3334	3	< 0.1%
1.5612	3	< 0.1%
1.5833	3	< 0.1%
-0.6146	3	< 0.1%
1.7017	3	< 0.1%
Other values (6398)	7209	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.0947	1	< 0.1%
-1.0897	1	< 0.1%
-1.0768	1	< 0.1%
-1.068	1	< 0.1%
-1.067	1	< 0.1%

Value	Count	Frequency (%)
1.8821	1	< 0.1%
1.877	1	< 0.1%
1.8764	1	< 0.1%
1.8721	1	< 0.1%
1.8702	1	< 0.1%

Latitude
Real number (ℝ)

ZEROS

Distinct	51
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.320950145
Minimum	-25
Maximum	25
Zeros	95
Zeros (%)	1.3%
Memory size	56.6 KiB

Quantile statistics

Minimum	-25
5-th percentile	-23
Q1	-17
median	-1
Q3	16
95-th percentile	23
Maximum	25
Range	50
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	16.5531294
Coefficient of variation (CV)	-51.57539155
Kurtosis	-1.476958296
Mean	-0.320950145
Median Absolute Deviation (MAD)	16
Skewness	0.02924320676
Sum	-2324
Variance	274.0060928
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-22	334	4.6%
22	324	4.5%
-23	319	4.4%
23	299	4.1%
-21	236	3.3%
21	223	3.1%
-24	223	3.1%
24	213	2.9%
-20	197	2.7%
20	182	2.5%
Other values (41)	4691	64.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-25	60	0.8%
-24	223	3.1%
-23	319	4.4%
-22	334	4.6%
-21	236	3.3%

Value	Count	Frequency (%)
25	59	0.8%
24	213	2.9%
23	299	4.1%
22	324	4.5%
21	223	3.1%

Longitude
Real number (ℝ)

Distinct	361
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.07982322884
Minimum	-180
Maximum	180
Zeros	32
Zeros (%)	0.4%
Memory size	56.6 KiB

Quantile statistics

Minimum	-180
5-th percentile	-162
Q1	-91
median	0
Q3	90
95-th percentile	162
Maximum	180
Range	360
Interquartile range (IQR)	181

Descriptive statistics

Standard deviation	103.9374904
Coefficient of variation (CV)	-1302.095793
Kurtosis	-1.20082701
Mean	-0.07982322884
Median Absolute Deviation (MAD)	90
Skewness	-0.002260916181
Sum	-578
Variance	10803.00191
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-107	34	0.5%
161	33	0.5%
0	32	0.4%
-32	32	0.4%
-64	32	0.4%
87	31	0.4%
36	31	0.4%
-137	31	0.4%
-99	31	0.4%
61	30	0.4%
Other values (351)	6924	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-180	5	0.1%
-179	23	0.3%
-178	14	0.2%
-177	20	0.3%
-176	24	0.3%

Value	Count	Frequency (%)
180	15	0.2%
179	18	0.2%
178	21	0.3%
177	22	0.3%
176	26	0.4%

Penumbral Eclipse Duration (m)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	2548
Distinct (%)	35.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	269.9004281
Minimum	7.4
Maximum	379.1
Zeros	0
Zeros (%)	0.0%
Memory size	56.6 KiB

Quantile statistics

Minimum	7.4
5-th percentile	101.9
Q1	222.7
median	294.9
Q3	327.5
95-th percentile	365
Maximum	379.1
Range	371.7
Interquartile range (IQR)	104.8

Descriptive statistics

Standard deviation	79.99001822
Coefficient of variation (CV)	0.296368623
Kurtosis	0.1877322498
Mean	269.9004281
Median Absolute Deviation (MAD)	44.6
Skewness	-0.9711499305
Sum	1954349
Variance	6398.403015
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
318.4	15	0.2%
336	13	0.2%
319.6	13	0.2%
320.3	13	0.2%
317.3	12	0.2%
319.7	12	0.2%
320.9	12	0.2%
317	12	0.2%
318	12	0.2%
302.2	11	0.2%
Other values (2538)	7116	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.4	1	< 0.1%
8.1	1	< 0.1%
11.8	1	< 0.1%
12.9	1	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
379.1	2	< 0.1%
379	1	< 0.1%
378.9	1	< 0.1%
378.8	1	< 0.1%
378.7	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	Year	Month	Day	Hours	Minutes	Seconds	Delta T (s)	Lunation Number	Saros Number	Eclipse Type	Gamma	Penumbral Magnitude	Umbral Magnitude	Latitude	Longitude	Penumbral Eclipse Duration (m)
0	1	6	24	12	8	47	10519	-24719	78	5	0.9653	1.1170	0.0567	-23	-139	292.5
1	1	11	19	19	31	30	10515	-24714	45	1	1.3768	0.3449	-0.6815	21	108	163.0
2	1	12	19	8	21	56	10514	-24713	83	1	-1.4007	0.2866	-0.7112	22	-81	144.4
3	2	5	15	7	24	42	10510	-24708	50	5	-0.9732	1.0647	0.0795	-19	-69	262.0
4	2	11	9	1	38	13	10505	-24702	55	5	0.7405	1.5403	0.4587	17	16	325.2
5	3	5	4	22	22	5	10501	-24696	60	7	-0.1939	2.4752	1.5284	-15	67	316.7
6	3	10	29	1	32	40	10496	-24690	65	8	0.0645	2.7919	1.6883	13	17	378.7
7	4	4	23	15	31	17	10491	-24684	70	5	0.5399	1.8414	0.8926	-11	170	299.4
8	4	10	17	1	57	0	10486	-24678	75	5	-0.6219	1.7535	0.6806	8	12	335.9
9	5	3	14	19	6	49	10482	-24673	42	1	-1.3763	0.3466	-0.6814	2	119	167.1

Last rows

	Year	Month	Day	Hours	Minutes	Seconds	Delta T (s)	Lunation Number	Saros Number	Eclipse Type	Gamma	Penumbral Magnitude	Umbral Magnitude	Latitude	Longitude	Penumbral Eclipse Duration (m)
7231	2997	1	14	19	5	35	4399	12331	179	1	-1.2609	0.5907	-0.5013	20	93	225.4
7232	2997	6	12	5	40	6	4402	12336	146	5	-0.9909	1.0405	0.0389	-24	-66	264.0
7233	2997	12	5	10	15	8	4406	12342	151	5	0.9348	1.1451	0.1403	23	-138	268.5
7234	2998	6	1	12	29	9	4410	12348	156	7	-0.2536	2.4210	1.3646	-22	-169	361.5
7235	2998	11	25	0	38	12	4413	12354	161	8	0.2210	2.4354	1.4693	21	5	316.7
7236	2999	5	21	13	21	13	4417	12360	166	5	0.4971	1.9853	0.9069	-20	178	356.7
7237	2999	11	14	16	41	25	4421	12366	171	6	-0.4669	1.9868	1.0153	18	124	308.0
7238	3000	5	10	15	0	16	4424	12372	176	1	1.2117	0.6604	-0.3907	-17	153	230.6
7239	3000	10	5	17	10	38	4427	12377	143	3	1.5497	0.0329	-1.0039	6	118	53.5
7240	3000	11	4	5	45	18	4428	12378	181	1	-1.2170	0.6326	-0.3828	14	-72	214.8

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows